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Eric Ma ericmjl

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Find more about me at my personal website.

1.2k followers · 49 following · 304

Novartis Institutes for Biomedical Research
Cambridge, MA
https://ericmjl.github.io/

Highlights

Arctic Code Vault Contributor
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pyjanitor

Clean APIs for data cleaning. Python implementation of R package Janitor

Python 570 115
Network-Analysis-Made-Simple

An introduction to network analysis and applied graph theory using Python and NetworkX

Jupyter Notebook 643 314
bayesian-stats-modelling-tutorial

How to do Bayesian statistical modelling using numpy and PyMC3

Jupyter Notebook 412 194
dl-workshop

A deep learning workshop, done from scratch, taught without any frameworks.

Jupyter Notebook 95 31
bayesian-analysis-recipes

A collection of Bayesian data analysis recipes using PyMC3

Jupyter Notebook 428 86
bayesian-deep-learning-demystified

In which I try to demystify the fundamental concepts behind Bayesian deep learning.

CSS 97 33

1,529 contributions in the last year

Activity overview

Contributed to ericmjl/essays-on-data-science, ericmjl/pyjanitor, ElArkk/jax-unirep and 5 other repositories

Contribution activity

September 2020

ericmjl/networkx Python Sep 18
ericmjl/mknotebooks Python Sep 13
ericmjl/pandera Python Sep 7

Created a pull request in networkx/networkx that received 3 comments

Sep 18

Structured labelled arrays

This PR adds three functions allow a user to generate labelled adjacency tensors and labelled node feature matrices from a graph.

+433 −33 • 3 comments

Update requirements.txt for netlify Sep 14
Per notebook binder badge Sep 12
Provide organized filenames for notebooks Sep 7
Changed home URL to github-pages link Sep 4

Shifted step layer inside scope of batch function. Sep 16
JMLR Submission Sep 11
Update to docs Sep 10

Update pull_request_template.md Sep 13
Netlify preview configs Sep 13
[INF] Adding interrogate to CI checks Sep 7

Added essay on code style tooling Sep 20

Add entry on theme Sep 18

Added in netlify files Sep 13

Adding option for per-notebook binder links Sep 13

Add blog post on building HTML notebooks Sep 13

Fixed broken link to pandas dtypes Sep 7

A smattering of bugfixes and refactoring Sep 2

[ENH] add timeseries.flag_jumps() Sep 17
[INF] Pyjanitor welcome bot Sep 17
[ENH] Add `also` Sep 7
[ENH] Simplified expand_grid Sep 7
[ENH] Add copy() method to avoid dataframe mutation Sep 5
[DOCFIX] Fix example for the complete function Sep 5
[ENH] Add range_flag function Sep 4

Enable example Sep 19

Embed sequences while evotuning. Sep 18

Scheduled weekly dependency update for week 35 Sep 1

Created an issue in rapidsai/cugraph that received 6 comments

Sep 14

[BUG] cuGraph functions not compatible with NetworkX functions

Describe the bug Today, I test-drove cuGraph with the thought that I could drop-in replace it for NetworkX. This minimal example failed: import cug…

6 comments